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Complex graph convolutional network for link prediction in knowledge graphs Journal article
Expert Systems with Applications, 2022,Volume: 200
Authors:  Zeb, Adnan;  Saif, Summaya;  Chen, Junde;  Haq, Anwar Ul;  Gong, Zhiguo;  Zhang, Defu
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date：2022/05/13
Complex embeddings  Graph convolutional network  Knowledge graph  Link prediction  Tensor decomposition  
Online identification of a link function degradation model for solid oxide fuel cells under varying-load operation Journal article
International Journal of Hydrogen Energy, 2022,Volume: 47,Issue: 4,Page: 2622-2646
Authors:  Chi, Yingtian;  Qiu, Yiwei;  Lin, Jin;  Song, Yonghua;  Hu, Qiang;  Li, Wenying;  Mu, Shujun
Favorite |  | TC[WOS]:0 TC[Scopus]:2 | Submit date：2022/02/21
Degradation Model  Link Function  Prognostics  Solid Oxide Fuel Cell  Varying-load Operation  
A Simple yet Effective Layered Loss for Pre-training of Network Embedding Journal article
IEEE Transactions on Network Science and Engineering, 2022
Authors:  Chen, Junyang;  Li, Xueliang;  Li, Yuanman;  Li, Paul;  Wang, Mengzhu;  Zhang, Xiang;  Gong, Zhiguo;  Wu, Kaishun;  Leung, Victor C.M.
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date：2022/05/17
Graph Neural Networks  Layered Loss  Network Embedding  Pre-training of Unlabeled Nodes  
Comparative metabolic modeling of multiple sulfate-reducing prokaryotes reveals versatile energy conservation mechanisms Journal article
Biotechnology and Bioengineering, 2021,Volume: 118,Issue: 7,Page: 2676-2693
Authors:  Tang, Wen Tao;  Hao, Tian Wei;  Chen, Guang Hao
Favorite |  | TC[WOS]:2 TC[Scopus]:0 | Submit date：2021/12/08
Comparative Genomics  Dissimilatory Sulfate Reduction  Energy Metabolism  Genome-scale Metabolic Model  Metabolic Modeling  
RETA: A schema-aware, end-to-end solution for instance completion in knowledge graphs Conference paper
The Web Conference 2021 - Proceedings of the World Wide Web Conference, WWW 2021, ELECTR NETWORK, APR 12-23, 2021
Authors:  Rosso, Paolo;  Yang, Dingqi;  Ostapuk, Natalia;  CudrA©-Mauroux, Philippe
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date：2021/09/10
Entity Types  Instance Completion  Knowledge Graph Embedding  
KGEL: A novel end-to-end embedding learning framework for knowledge graph completion Journal article
Expert Systems with Applications, 2021,Volume: 167
Authors:  Adnan Zeb;  Anwar Ul Haq;  Defu Zhang;  Junde Chen;  Zhiguo Gong
Favorite |  | TC[WOS]:3 TC[Scopus]:4 | Submit date：2021/03/09
Knowledge Graph  Link Prediction  Tensor Factorization  Tensor Train Decomposition  Weighted Graph Convolutional Network  
CRL: Collaborative Representation Learning by Coordinating Topic Modeling and Network Embeddings Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2021,Page: 1-13
Authors:  Junyang Chen;  Zhiguo Gong;  Wei Wang;  Weiwen Liu;  Xiao Dong
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date：2021/03/09
Collaboration  Collaborative Representation Learning (Crl)  Context Modeling  Correlation  Data Models  Electronic Mail  Global And Local Contexts  Learning Systems  Network Embeddings  Network Representation Learning (Nrl)  Network Topology  Topic Modeling.  
Investigating the motivations and constraints of Chinese peer-to-peer accommodation hosts Journal article
International Journal of Contemporary Hospitality Management, 2021,Volume: 33,Issue: 1,Page: 305-326
Authors:  Li, Shi Na;  Fong, Lawrence Hoc Nang;  Zhang, Carol Xiaoyue;  Chen, Mengxin
Favorite |  | TC[WOS]:4 TC[Scopus]:6 | Submit date：2022/05/13
Business scale  Constraints  Continuance intention  Hosts  Motivations  P2P accommodation  
HNS: Hierarchical negative sampling for network representation learning Journal article
Information Sciences, 2021,Volume: 542,Page: 343-356
Authors:  Junyang Chen;  Zhiguo Gong;  Wei Wang;  Weiwen Liu
Favorite |  | TC[WOS]:4 TC[Scopus]:7 | Submit date：2020/12/04
Hierarchical Negative Sampling  Network Embeddings  Network Representation Learning  
Adversarial learning for overlapping community detection and network embedding Conference paper
Frontiers in Artificial Intelligence and Applications, European Assoc Artificial Intelligence, ELECTR NETWORK, AUG 29-SEP 08, 2020
Authors:  Chen, Junyang;  Gong, Zhiguo;  Dai, Quanyu;  Yuan, Chunyuan;  Liu, Weiwen
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date：2021/12/06